Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 1345 |
| Missing cells | 800 |
| Missing cells (%) | 1.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 754.3 KiB |
| Average record size in memory | 574.3 B |
Variable types
| CAT | 17 |
|---|---|
| NUM | 8 |
| BOOL | 7 |
Killed Motorist has constant value "1345" | Constant |
Killed passengers has constant value "1345" | Constant |
Killed Cyclists has constant value "1345" | Constant |
Killed Pedestrians has constant value "1345" | Constant |
Total Killed has constant value "1345" | Constant |
Motorcycle has constant value "1345" | Constant |
Taxi vehicle has constant value "1345" | Constant |
Location 1 (city) has constant value "1345" | Constant |
Location 1 (state) has constant value "1345" | Constant |
Intersection Address has a high cardinality: 1328 distinct values | High cardinality |
Contributing Factors (**) has a high cardinality: 105 distinct values | High cardinality |
Location 1 has a high cardinality: 1248 distinct values | High cardinality |
PersonsInvolved(*) is highly correlated with Number of Accidents | High correlation |
Number of Accidents is highly correlated with PersonsInvolved(*) | High correlation |
Bicycle is highly correlated with Injured Cyclists | High correlation |
Injured Cyclists is highly correlated with Bicycle | High correlation |
Contributing Factors (**) has 796 (59.2%) missing values | Missing |
Intersection Address is uniformly distributed | Uniform |
Location 1 is uniformly distributed | Uniform |
Injured Motorist has 1170 (87.0%) zeros | Zeros |
Injured Passengers has 1171 (87.1%) zeros | Zeros |
Total Injured has 940 (69.9%) zeros | Zeros |
Other has 1306 (97.1%) zeros | Zeros |
Passenger vehicle has 269 (20.0%) zeros | Zeros |
SUV\Station Wagon has 923 (68.6%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-12 20:15:18.825122 |
|---|---|
| Analysis finished | 2020-12-12 20:15:25.750081 |
| Duration | 6.92 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1328 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| EAST 184 STREET and JEROME AVENUE | 2 |
|---|---|
| EAST GUN HILL ROAD and GUNTHER AVENUE | 2 |
| EAST 168 STREET and WEBSTER AVENUE | 2 |
| EAST FORDHAM ROAD and VALENTINE AVENUE | 2 |
| EAST TREMONT AVENUE and WEBSTER AVENUE | 2 |
| Other values (1323) |
| Value | Count | Frequency (%) | |
| EAST 184 STREET and JEROME AVENUE | 2 | 0.1% | |
| EAST GUN HILL ROAD and GUNTHER AVENUE | 2 | 0.1% | |
| EAST 168 STREET and WEBSTER AVENUE | 2 | 0.1% | |
| EAST FORDHAM ROAD and VALENTINE AVENUE | 2 | 0.1% | |
| EAST TREMONT AVENUE and WEBSTER AVENUE | 2 | 0.1% | |
| EAST TREMONT AVENUE and WHITE PLAINS ROAD | 2 | 0.1% | |
| HEATH AVENUE and WEST KINGSBRIDGE ROAD | 2 | 0.1% | |
| EAST FORDHAM ROAD and MORRIS AVENUE | 2 | 0.1% | |
| CROTONA AVENUE and CROTONA PARK NORTH | 2 | 0.1% | |
| EAST 188 STREET and WEBSTER AVENUE | 2 | 0.1% | |
| EAST FORDHAM ROAD and SOUTHERN BOULEVARD | 2 | 0.1% | |
| SHERIDAN EXPRESSWAY and WESTCHESTER AVENUE | 2 | 0.1% | |
| EAST 233 STREET and JEROME AVENUE | 2 | 0.1% | |
| BRUCKNER BOULEVARD and EAST 149 STREET | 2 | 0.1% | |
| EAST GUN HILL ROAD and WEBSTER AVENUE | 2 | 0.1% | |
| EAST 149 STREET and EXTERIOR STREET | 2 | 0.1% | |
| CROSS BRONX EXPRESSWAY and JEROME AVENUE | 2 | 0.1% | |
| SEDGWICK AVENUE and WEST 181 STREET | 1 | 0.1% | |
| ELLIS AVENUE and HAVEMEYER AVENUE | 1 | 0.1% | |
| PURDY STREET and WESTCHESTER AVENUE | 1 | 0.1% | |
| CO OP CITY BOULEVARD and PEARTREE AVENUE | 1 | 0.1% | |
| COURTLANDT AVENUE and EAST 148 STREET | 1 | 0.1% | |
| EAST 153 STREET and GERARD AVENUE | 1 | 0.1% | |
| GRAND CONCOURSE and MARCY PLACE | 1 | 0.1% | |
| HALLECK STREET and SPOFFORD AVENUE | 1 | 0.1% | |
| Other values (1303) | 1303 | 96.9% |
Frequencies of value counts
Unique
| Unique | 1311 ? |
|---|---|
| Unique (%) | 97.5% |
Histogram of lengths of the category
Length
| Max length | 56 |
|---|---|
| Median length | 35 |
| Mean length | 35.18736059 |
| Min length | 25 |
Most occurring characters
| Value | Count | Frequency (%) | |
| E | 7034 | 14.9% | |
| 4034 | 8.5% | ||
| A | 3705 | 7.8% | |
| T | 3294 | 7.0% | |
| R | 2773 | 5.9% | |
| N | 2694 | 5.7% | |
| S | 2568 | 5.4% | |
| 2456 | 5.2% | ||
| U | 1874 | 4.0% | |
| O | 1666 | 3.5% | |
| V | 1630 | 3.4% | |
| a | 1345 | 2.8% | |
| n | 1345 | 2.8% | |
| d | 1345 | 2.8% | |
| L | 1162 | 2.5% | |
| D | 913 | 1.9% | |
| I | 854 | 1.8% | |
| C | 712 | 1.5% | |
| W | 673 | 1.4% | |
| H | 617 | 1.3% | |
| B | 585 | 1.2% | |
| P | 484 | 1.0% | |
| 1 | 471 | 1.0% | |
| M | 456 | 1.0% | |
| G | 376 | 0.8% | |
| Other values (17) | 2261 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 35068 | 74.1% | |
| Lowercase Letter | 4035 | 8.5% | |
| Space Separator | 4034 | 8.5% | |
| Control | 2456 | 5.2% | |
| Decimal Number | 1733 | 3.7% | |
| Other Punctuation | 1 | < 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 471 | 27.2% | |
| 2 | 256 | 14.8% | |
| 3 | 223 | 12.9% | |
| 6 | 158 | 9.1% | |
| 7 | 150 | 8.7% | |
| 8 | 125 | 7.2% | |
| 4 | 108 | 6.2% | |
| 9 | 96 | 5.5% | |
| 5 | 89 | 5.1% | |
| 0 | 57 | 3.3% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 4034 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| E | 7034 | 20.1% | |
| A | 3705 | 10.6% | |
| T | 3294 | 9.4% | |
| R | 2773 | 7.9% | |
| N | 2694 | 7.7% | |
| S | 2568 | 7.3% | |
| U | 1874 | 5.3% | |
| O | 1666 | 4.8% | |
| V | 1630 | 4.6% | |
| L | 1162 | 3.3% | |
| D | 913 | 2.6% | |
| I | 854 | 2.4% | |
| C | 712 | 2.0% | |
| W | 673 | 1.9% | |
| H | 617 | 1.8% | |
| B | 585 | 1.7% | |
| P | 484 | 1.4% | |
| M | 456 | 1.3% | |
| G | 376 | 1.1% | |
| Y | 317 | 0.9% | |
| K | 287 | 0.8% | |
| F | 169 | 0.5% | |
| X | 135 | 0.4% | |
| J | 73 | 0.2% | |
| Z | 13 | < 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 1345 | 33.3% | |
| n | 1345 | 33.3% | |
| d | 1345 | 33.3% |
Most frequent Control characters
| Value | Count | Frequency (%) | |
| 2456 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ' | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 39103 | 82.6% | |
| Common | 8224 | 17.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4034 | 49.1% | ||
| 2456 | 29.9% | ||
| 1 | 471 | 5.7% | |
| 2 | 256 | 3.1% | |
| 3 | 223 | 2.7% | |
| 6 | 158 | 1.9% | |
| 7 | 150 | 1.8% | |
| 8 | 125 | 1.5% | |
| 4 | 108 | 1.3% | |
| 9 | 96 | 1.2% | |
| 5 | 89 | 1.1% | |
| 0 | 57 | 0.7% | |
| ' | 1 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| E | 7034 | 18.0% | |
| A | 3705 | 9.5% | |
| T | 3294 | 8.4% | |
| R | 2773 | 7.1% | |
| N | 2694 | 6.9% | |
| S | 2568 | 6.6% | |
| U | 1874 | 4.8% | |
| O | 1666 | 4.3% | |
| V | 1630 | 4.2% | |
| a | 1345 | 3.4% | |
| n | 1345 | 3.4% | |
| d | 1345 | 3.4% | |
| L | 1162 | 3.0% | |
| D | 913 | 2.3% | |
| I | 854 | 2.2% | |
| C | 712 | 1.8% | |
| W | 673 | 1.7% | |
| H | 617 | 1.6% | |
| B | 585 | 1.5% | |
| P | 484 | 1.2% | |
| M | 456 | 1.2% | |
| G | 376 | 1.0% | |
| Y | 317 | 0.8% | |
| K | 287 | 0.7% | |
| F | 169 | 0.4% | |
| Other values (4) | 225 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 47327 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| E | 7034 | 14.9% | |
| 4034 | 8.5% | ||
| A | 3705 | 7.8% | |
| T | 3294 | 7.0% | |
| R | 2773 | 5.9% | |
| N | 2694 | 5.7% | |
| S | 2568 | 5.4% | |
| 2456 | 5.2% | ||
| U | 1874 | 4.0% | |
| O | 1666 | 3.5% | |
| V | 1630 | 3.4% | |
| a | 1345 | 2.8% | |
| n | 1345 | 2.8% | |
| d | 1345 | 2.8% | |
| L | 1162 | 2.5% | |
| D | 913 | 1.9% | |
| I | 854 | 1.8% | |
| C | 712 | 1.5% | |
| W | 673 | 1.4% | |
| H | 617 | 1.3% | |
| B | 585 | 1.2% | |
| P | 484 | 1.0% | |
| 1 | 471 | 1.0% | |
| M | 456 | 1.0% | |
| G | 376 | 0.8% | |
| Other values (17) | 2261 | 4.8% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3866171 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9310129164 |
|---|---|
| Coefficient of variation (CV) | 0.6714275456 |
| Kurtosis | 34.56232458 |
| Mean | 1.3866171 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.67884777 |
| Sum | 1865 |
| Variance | 0.8667850505 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 1 | 1019 | 75.8% | |
| 2 | 224 | 16.7% | |
| 3 | 64 | 4.8% | |
| 4 | 15 | 1.1% | |
| 5 | 12 | 0.9% | |
| 7 | 4 | 0.3% | |
| 6 | 3 | 0.2% | |
| 12 | 2 | 0.1% | |
| 8 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1019 | 75.8% | |
| 2 | 224 | 16.7% | |
| 3 | 64 | 4.8% | |
| 4 | 15 | 1.1% | |
| 5 | 12 | 0.9% | |
| 6 | 3 | 0.2% | |
| 7 | 4 | 0.3% | |
| 8 | 2 | 0.1% | |
| 12 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 12 | 2 | 0.1% | |
| 8 | 2 | 0.1% | |
| 7 | 4 | 0.3% | |
| 6 | 3 | 0.2% | |
| 5 | 12 | 0.9% | |
| 4 | 15 | 1.1% | |
| 3 | 64 | 4.8% | |
| 2 | 224 | 16.7% | |
| 1 | 1019 | 75.8% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.054275093 |
|---|---|
| Minimum | 1 |
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.332648377 |
|---|---|
| Coefficient of variation (CV) | 0.7637322461 |
| Kurtosis | 43.7161995 |
| Mean | 3.054275093 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.954274383 |
| Sum | 4108 |
| Variance | 5.441248451 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 2 | 827 | 61.5% | |
| 4 | 189 | 14.1% | |
| 3 | 105 | 7.8% | |
| 5 | 58 | 4.3% | |
| 6 | 54 | 4.0% | |
| 1 | 43 | 3.2% | |
| 7 | 17 | 1.3% | |
| 9 | 12 | 0.9% | |
| 10 | 10 | 0.7% | |
| 8 | 8 | 0.6% | |
| 12 | 6 | 0.4% | |
| 11 | 4 | 0.3% | |
| 13 | 3 | 0.2% | |
| 15 | 2 | 0.1% | |
| 16 | 2 | 0.1% | |
| 25 | 1 | 0.1% | |
| 17 | 1 | 0.1% | |
| 19 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 36 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 43 | 3.2% | |
| 2 | 827 | 61.5% | |
| 3 | 105 | 7.8% | |
| 4 | 189 | 14.1% | |
| 5 | 58 | 4.3% | |
| 6 | 54 | 4.0% | |
| 7 | 17 | 1.3% | |
| 8 | 8 | 0.6% | |
| 9 | 12 | 0.9% | |
| 10 | 10 | 0.7% |
| Value | Count | Frequency (%) | |
| 36 | 1 | 0.1% | |
| 25 | 1 | 0.1% | |
| 21 | 1 | 0.1% | |
| 19 | 1 | 0.1% | |
| 17 | 1 | 0.1% | |
| 16 | 2 | 0.1% | |
| 15 | 2 | 0.1% | |
| 13 | 3 | 0.2% | |
| 12 | 6 | 0.4% | |
| 11 | 4 | 0.3% |
Accidents with Injuries
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 34 |
| 3 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 940 | 69.9% | |
| 1 | 367 | 27.3% | |
| 2 | 34 | 2.5% | |
| 3 | 4 | 0.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 940 | 69.9% | |
| 1 | 367 | 27.3% | |
| 2 | 34 | 2.5% | |
| 3 | 4 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 940 | 69.9% | |
| 1 | 367 | 27.3% | |
| 2 | 34 | 2.5% | |
| 3 | 4 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 940 | 69.9% | |
| 1 | 367 | 27.3% | |
| 2 | 34 | 2.5% | |
| 3 | 4 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 940 | 69.9% | |
| 1 | 367 | 27.3% | |
| 2 | 34 | 2.5% | |
| 3 | 4 | 0.3% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1568773234 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 1170 |
| Zeros (%) | 87.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4414354331 |
|---|---|
| Coefficient of variation (CV) | 2.813889372 |
| Kurtosis | 12.72368456 |
| Mean | 0.1568773234 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.261873833 |
| Sum | 211 |
| Variance | 0.1948652416 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 0 | 1170 | 87.0% | |
| 1 | 144 | 10.7% | |
| 2 | 27 | 2.0% | |
| 3 | 3 | 0.2% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1170 | 87.0% | |
| 1 | 144 | 10.7% | |
| 2 | 27 | 2.0% | |
| 3 | 3 | 0.2% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.1% | |
| 3 | 3 | 0.2% | |
| 2 | 27 | 2.0% | |
| 1 | 144 | 10.7% | |
| 0 | 1170 | 87.0% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2141263941 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 1171 |
| Zeros (%) | 87.1% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7341234237 |
|---|---|
| Coefficient of variation (CV) | 3.42845835 |
| Kurtosis | 57.51827976 |
| Mean | 0.2141263941 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.161502572 |
| Sum | 288 |
| Variance | 0.5389372013 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 0 | 1171 | 87.1% | |
| 1 | 119 | 8.8% | |
| 2 | 25 | 1.9% | |
| 3 | 18 | 1.3% | |
| 4 | 6 | 0.4% | |
| 5 | 3 | 0.2% | |
| 11 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 7 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1171 | 87.1% | |
| 1 | 119 | 8.8% | |
| 2 | 25 | 1.9% | |
| 3 | 18 | 1.3% | |
| 4 | 6 | 0.4% | |
| 5 | 3 | 0.2% | |
| 7 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 7 | 1 | 0.1% | |
| 5 | 3 | 0.2% | |
| 4 | 6 | 0.4% | |
| 3 | 18 | 1.3% | |
| 2 | 25 | 1.9% | |
| 1 | 119 | 8.8% | |
| 0 | 1171 | 87.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 36 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1308 | 97.2% | |
| 1 | 36 | 2.7% | |
| 2 | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1308 | 97.2% | |
| 1 | 36 | 2.7% | |
| 2 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1308 | 97.2% | |
| 1 | 36 | 2.7% | |
| 2 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1308 | 97.2% | |
| 1 | 36 | 2.7% | |
| 2 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1308 | 97.2% | |
| 1 | 36 | 2.7% | |
| 2 | 1 | 0.1% |
Injured Pedestrians
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 110 |
| 2 | 8 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1226 | 91.2% | |
| 1 | 110 | 8.2% | |
| 2 | 8 | 0.6% | |
| 3 | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1226 | 91.2% | |
| 1 | 110 | 8.2% | |
| 2 | 8 | 0.6% | |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1226 | 91.2% | |
| 1 | 110 | 8.2% | |
| 2 | 8 | 0.6% | |
| 3 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1226 | 91.2% | |
| 1 | 110 | 8.2% | |
| 2 | 8 | 0.6% | |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1226 | 91.2% | |
| 1 | 110 | 8.2% | |
| 2 | 8 | 0.6% | |
| 3 | 1 | 0.1% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4925595238 |
|---|---|
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 940 |
| Zeros (%) | 69.9% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.043337047 |
|---|---|
| Coefficient of variation (CV) | 2.11819485 |
| Kurtosis | 37.62682736 |
| Mean | 0.4925595238 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.516796762 |
| Sum | 662 |
| Variance | 1.088552193 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) | |
| 0 | 940 | 69.9% | |
| 1 | 269 | 20.0% | |
| 2 | 77 | 5.7% | |
| 3 | 31 | 2.3% | |
| 4 | 13 | 1.0% | |
| 5 | 7 | 0.5% | |
| 7 | 4 | 0.3% | |
| 8 | 2 | 0.1% | |
| 15 | 1 | 0.1% | |
| (Missing) | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 940 | 69.9% | |
| 1 | 269 | 20.0% | |
| 2 | 77 | 5.7% | |
| 3 | 31 | 2.3% | |
| 4 | 13 | 1.0% | |
| 5 | 7 | 0.5% | |
| 7 | 4 | 0.3% | |
| 8 | 2 | 0.1% | |
| 15 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.1% | |
| 8 | 2 | 0.1% | |
| 7 | 4 | 0.3% | |
| 5 | 7 | 0.5% | |
| 4 | 13 | 1.0% | |
| 3 | 31 | 2.3% | |
| 2 | 77 | 5.7% | |
| 1 | 269 | 20.0% | |
| 0 | 940 | 69.9% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 1345 | 100.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 1345 | 100.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 1345 | 100.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 1345 | 100.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 1345 | 100.0% |
| Distinct | 105 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 796 |
| Missing (%) | 59.2% |
| Memory size | 10.6 KiB |
| Driver inattention/distraction 1 | |
|---|---|
| Failure to yield right-of-way 1 | |
| Backing unsafely 1 | |
| Driver inattention/distraction 2 | |
| Following too closely 1 | |
| Other values (100) |
| Value | Count | Frequency (%) | |
| Driver inattention/distraction 1 | 106 | 7.9% | |
| Failure to yield right-of-way 1 | 51 | 3.8% | |
| Backing unsafely 1 | 36 | 2.7% | |
| Driver inattention/distraction 2 | 33 | 2.5% | |
| Following too closely 1 | 32 | 2.4% | |
| Turning improperly 1 | 23 | 1.7% | |
| Driver inexperience 1 | 21 | 1.6% | |
| Alcohol involvement 1 | 19 | 1.4% | |
| Unsafe lane changing 1 | 16 | 1.2% | |
| Other uninvolved vehicle 1 | 15 | 1.1% | |
| Unsafe speed 1 | 14 | 1.0% | |
| Traffic control disregarded 1 | 14 | 1.0% | |
| Passing or lane usage improper 1 | 10 | 0.7% | |
| Err/Confusn ped/Bike/Other ped 1 | 10 | 0.7% | |
| Passenger distraction 1 | 9 | 0.7% | |
| Driver inattention/distraction 1 Following too closely 1 | 6 | 0.4% | |
| Failure to yield right-of-way 2 | 6 | 0.4% | |
| Following too closely 2 | 6 | 0.4% | |
| Driver inattention/distraction 3 | 5 | 0.4% | |
| Driver inattention/distraction 1 Failure to yield right-of-way 1 | 5 | 0.4% | |
| Backing unsafely 1 Following too closely 1 | 4 | 0.3% | |
| Driver inattention/distraction 2 Following too closely 1 | 3 | 0.2% | |
| Driver inattention/distraction 1 Traffic control disregarded 1 | 3 | 0.2% | |
| Unsafe lane changing 2 | 3 | 0.2% | |
| Driver inattention/distraction 1 Passing or lane usage improper 1 | 3 | 0.2% | |
| Other values (80) | 96 | 7.1% | |
| (Missing) | 796 | 59.2% |
Frequencies of value counts
Unique
| Unique | 65 ? |
|---|---|
| Unique (%) | 11.8% |
Histogram of lengths of the category
Length
| Max length | 157 |
|---|---|
| Median length | 3 |
| Mean length | 19.82304833 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 8700 | 32.6% | ||
| n | 3038 | 11.4% | |
| i | 1756 | 6.6% | |
| a | 1724 | 6.5% | |
| e | 1354 | 5.1% | |
| t | 1315 | 4.9% | |
| r | 1222 | 4.6% | |
| o | 1151 | 4.3% | |
| l | 741 | 2.8% | |
| s | 561 | 2.1% | |
| 1 | 561 | 2.1% | |
| c | 490 | 1.8% | |
| d | 437 | 1.6% | |
| g | 397 | 1.5% | |
| v | 351 | 1.3% | |
| y | 320 | 1.2% | |
| u | 244 | 0.9% | |
| f | 241 | 0.9% | |
| / | 230 | 0.9% | |
| D | 222 | 0.8% | |
| p | 210 | 0.8% | |
| h | 203 | 0.8% | |
| - | 164 | 0.6% | |
| F | 153 | 0.6% | |
| w | 147 | 0.6% | |
| Other values (20) | 730 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 16096 | 60.4% | |
| Space Separator | 8700 | 32.6% | |
| Uppercase Letter | 689 | 2.6% | |
| Decimal Number | 653 | 2.4% | |
| Other Punctuation | 230 | 0.9% | |
| Dash Punctuation | 164 | 0.6% | |
| Control | 128 | 0.5% | |
| Open Punctuation | 1 | < 0.1% | |
| Close Punctuation | 1 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| D | 222 | 32.2% | |
| F | 153 | 22.2% | |
| B | 63 | 9.1% | |
| T | 61 | 8.9% | |
| U | 50 | 7.3% | |
| P | 40 | 5.8% | |
| O | 38 | 5.5% | |
| A | 32 | 4.6% | |
| E | 12 | 1.7% | |
| C | 12 | 1.7% | |
| I | 4 | 0.6% | |
| L | 2 | 0.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 3038 | 18.9% | |
| i | 1756 | 10.9% | |
| a | 1724 | 10.7% | |
| e | 1354 | 8.4% | |
| t | 1315 | 8.2% | |
| r | 1222 | 7.6% | |
| o | 1151 | 7.2% | |
| l | 741 | 4.6% | |
| s | 561 | 3.5% | |
| c | 490 | 3.0% | |
| d | 437 | 2.7% | |
| g | 397 | 2.5% | |
| v | 351 | 2.2% | |
| y | 320 | 2.0% | |
| u | 244 | 1.5% | |
| f | 241 | 1.5% | |
| p | 210 | 1.3% | |
| h | 203 | 1.3% | |
| w | 147 | 0.9% | |
| m | 95 | 0.6% | |
| k | 67 | 0.4% | |
| x | 31 | 0.2% | |
| b | 1 | < 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 8700 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 230 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 561 | 85.9% | |
| 2 | 84 | 12.9% | |
| 3 | 7 | 1.1% | |
| 4 | 1 | 0.2% |
Most frequent Control characters
| Value | Count | Frequency (%) | |
| 128 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 164 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 1 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 16785 | 63.0% | |
| Common | 9877 | 37.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 3038 | 18.1% | |
| i | 1756 | 10.5% | |
| a | 1724 | 10.3% | |
| e | 1354 | 8.1% | |
| t | 1315 | 7.8% | |
| r | 1222 | 7.3% | |
| o | 1151 | 6.9% | |
| l | 741 | 4.4% | |
| s | 561 | 3.3% | |
| c | 490 | 2.9% | |
| d | 437 | 2.6% | |
| g | 397 | 2.4% | |
| v | 351 | 2.1% | |
| y | 320 | 1.9% | |
| u | 244 | 1.5% | |
| f | 241 | 1.4% | |
| D | 222 | 1.3% | |
| p | 210 | 1.3% | |
| h | 203 | 1.2% | |
| F | 153 | 0.9% | |
| w | 147 | 0.9% | |
| m | 95 | 0.6% | |
| k | 67 | 0.4% | |
| B | 63 | 0.4% | |
| T | 61 | 0.4% | |
| Other values (10) | 222 | 1.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 8700 | 88.1% | ||
| 1 | 561 | 5.7% | |
| / | 230 | 2.3% | |
| - | 164 | 1.7% | |
| 128 | 1.3% | ||
| 2 | 84 | 0.9% | |
| 3 | 7 | 0.1% | |
| 4 | 1 | < 0.1% | |
| ( | 1 | < 0.1% | |
| ) | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 26662 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 8700 | 32.6% | ||
| n | 3038 | 11.4% | |
| i | 1756 | 6.6% | |
| a | 1724 | 6.5% | |
| e | 1354 | 5.1% | |
| t | 1315 | 4.9% | |
| r | 1222 | 4.6% | |
| o | 1151 | 4.3% | |
| l | 741 | 2.8% | |
| s | 561 | 2.1% | |
| 1 | 561 | 2.1% | |
| c | 490 | 1.8% | |
| d | 437 | 1.6% | |
| g | 397 | 1.5% | |
| v | 351 | 1.3% | |
| y | 320 | 1.2% | |
| u | 244 | 0.9% | |
| f | 241 | 0.9% | |
| / | 230 | 0.9% | |
| D | 222 | 0.8% | |
| p | 210 | 0.8% | |
| h | 203 | 0.8% | |
| - | 164 | 0.6% | |
| F | 153 | 0.6% | |
| w | 147 | 0.6% | |
| Other values (20) | 730 | 2.7% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 40 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1304 | 97.0% | |
| 1 | 40 | 3.0% | |
| 2 | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1304 | 97.0% | |
| 1 | 40 | 3.0% | |
| 2 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1304 | 97.0% | |
| 1 | 40 | 3.0% | |
| 2 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1304 | 97.0% | |
| 1 | 40 | 3.0% | |
| 2 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1304 | 97.0% | |
| 1 | 40 | 3.0% | |
| 2 | 1 | 0.1% |
Bus
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 26 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1316 | 97.8% | |
| 1 | 26 | 1.9% | |
| 2 | 1 | 0.1% | |
| (Missing) | 2 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 2659 | 65.9% | |
| . | 1343 | 33.3% | |
| 1 | 26 | 0.6% | |
| n | 4 | 0.1% | |
| a | 2 | < 0.1% | |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 2686 | 66.6% | |
| Other Punctuation | 1343 | 33.3% | |
| Lowercase Letter | 6 | 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 2659 | 99.0% | |
| 1 | 26 | 1.0% | |
| 2 | 1 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 1343 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 4 | 66.7% | |
| a | 2 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 4029 | 99.9% | |
| Latin | 6 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 2659 | 66.0% | |
| . | 1343 | 33.3% | |
| 1 | 26 | 0.6% | |
| 2 | 1 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 4 | 66.7% | |
| a | 2 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4035 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 2659 | 65.9% | |
| . | 1343 | 33.3% | |
| 1 | 26 | 0.6% | |
| n | 4 | 0.1% | |
| a | 2 | < 0.1% | |
| 2 | 1 | < 0.1% |
Fire Truck
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 83 |
| 3 | 1 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1259 | 93.6% | |
| 1 | 83 | 6.2% | |
| 3 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| (Missing) | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 2603 | 64.5% | |
| . | 1344 | 33.3% | |
| 1 | 83 | 2.1% | |
| n | 2 | < 0.1% | |
| a | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 2688 | 66.6% | |
| Other Punctuation | 1344 | 33.3% | |
| Lowercase Letter | 3 | 0.1% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 2603 | 96.8% | |
| 1 | 83 | 3.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 1344 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 2 | 66.7% | |
| a | 1 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 4032 | 99.9% | |
| Latin | 3 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 2603 | 64.6% | |
| . | 1344 | 33.3% | |
| 1 | 83 | 2.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 2 | 66.7% | |
| a | 1 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 4035 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 2603 | 64.5% | |
| . | 1344 | 33.3% | |
| 1 | 83 | 2.1% | |
| n | 2 | < 0.1% | |
| a | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
Large com veh(6 or more tires)
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 44 |
| 2 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1296 | 96.4% | |
| 1 | 44 | 3.3% | |
| 2 | 5 | 0.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1296 | 96.4% | |
| 1 | 44 | 3.3% | |
| 2 | 5 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1296 | 96.4% | |
| 1 | 44 | 3.3% | |
| 2 | 5 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1296 | 96.4% | |
| 1 | 44 | 3.3% | |
| 2 | 5 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1296 | 96.4% | |
| 1 | 44 | 3.3% | |
| 2 | 5 | 0.4% |
Livery vehicle
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 57 |
| 2 | 11 |
| 4 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1276 | 94.9% | |
| 1 | 57 | 4.2% | |
| 2 | 11 | 0.8% | |
| 4 | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1276 | 94.9% | |
| 1 | 57 | 4.2% | |
| 2 | 11 | 0.8% | |
| 4 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1276 | 94.9% | |
| 1 | 57 | 4.2% | |
| 2 | 11 | 0.8% | |
| 4 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1276 | 94.9% | |
| 1 | 57 | 4.2% | |
| 2 | 11 | 0.8% | |
| 4 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1276 | 94.9% | |
| 1 | 57 | 4.2% | |
| 2 | 11 | 0.8% | |
| 4 | 1 | 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 1345 | 100.0% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03420074349 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 1306 |
| Zeros (%) | 97.1% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2223166142 |
|---|---|
| Coefficient of variation (CV) | 6.500344479 |
| Kurtosis | 114.7984038 |
| Mean | 0.03420074349 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.164001291 |
| Sum | 46 |
| Variance | 0.04942467693 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 0 | 1306 | 97.1% | |
| 1 | 35 | 2.6% | |
| 2 | 2 | 0.1% | |
| 4 | 1 | 0.1% | |
| 3 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1306 | 97.1% | |
| 1 | 35 | 2.6% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 2 | 2 | 0.1% | |
| 1 | 35 | 2.6% | |
| 0 | 1306 | 97.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.481784387 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 269 |
| Zeros (%) | 20.0% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.24217902 |
|---|---|
| Coefficient of variation (CV) | 0.8382994392 |
| Kurtosis | 5.028716937 |
| Mean | 1.481784387 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.563720642 |
| Sum | 1993 |
| Variance | 1.543008718 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| 1 | 493 | 36.7% | |
| 2 | 393 | 29.2% | |
| 0 | 269 | 20.0% | |
| 3 | 110 | 8.2% | |
| 4 | 49 | 3.6% | |
| 6 | 12 | 0.9% | |
| 5 | 12 | 0.9% | |
| 7 | 3 | 0.2% | |
| 8 | 2 | 0.1% | |
| 10 | 1 | 0.1% | |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 269 | 20.0% | |
| 1 | 493 | 36.7% | |
| 2 | 393 | 29.2% | |
| 3 | 110 | 8.2% | |
| 4 | 49 | 3.6% | |
| 5 | 12 | 0.9% | |
| 6 | 12 | 0.9% | |
| 7 | 3 | 0.2% | |
| 8 | 2 | 0.1% | |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 8 | 2 | 0.1% | |
| 7 | 3 | 0.2% | |
| 6 | 12 | 0.9% | |
| 5 | 12 | 0.9% | |
| 4 | 49 | 3.6% | |
| 3 | 110 | 8.2% | |
| 2 | 393 | 29.2% | |
| 1 | 493 | 36.7% |
Pick-up truck
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 28 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1316 | 97.8% | |
| 1 | 28 | 2.1% | |
| 2 | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1316 | 97.8% | |
| 1 | 28 | 2.1% | |
| 2 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1316 | 97.8% | |
| 1 | 28 | 2.1% | |
| 2 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1316 | 97.8% | |
| 1 | 28 | 2.1% | |
| 2 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1316 | 97.8% | |
| 1 | 28 | 2.1% | |
| 2 | 1 | 0.1% |
Small com veh(4tires)
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 46 |
| 2 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 1295 | 96.3% | |
| 1 | 46 | 3.4% | |
| 2 | 4 | 0.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1295 | 96.3% | |
| 1 | 46 | 3.4% | |
| 2 | 4 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1295 | 96.3% | |
| 1 | 46 | 3.4% | |
| 2 | 4 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1295 | 96.3% | |
| 1 | 46 | 3.4% | |
| 2 | 4 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1295 | 96.3% | |
| 1 | 46 | 3.4% | |
| 2 | 4 | 0.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4104089219 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 923 |
| Zeros (%) | 68.6% |
| Memory size | 10.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7036545097 |
|---|---|
| Coefficient of variation (CV) | 1.714520499 |
| Kurtosis | 6.464558585 |
| Mean | 0.4104089219 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.12959211 |
| Sum | 552 |
| Variance | 0.495129669 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 0 | 923 | 68.6% | |
| 1 | 320 | 23.8% | |
| 2 | 83 | 6.2% | |
| 3 | 12 | 0.9% | |
| 4 | 6 | 0.4% | |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 923 | 68.6% | |
| 1 | 320 | 23.8% | |
| 2 | 83 | 6.2% | |
| 3 | 12 | 0.9% | |
| 4 | 6 | 0.4% | |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 6 | 1 | 0.1% | |
| 4 | 6 | 0.4% | |
| 3 | 12 | 0.9% | |
| 2 | 83 | 6.2% | |
| 1 | 320 | 23.8% | |
| 0 | 923 | 68.6% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 1345 | 100.0% |
Unknown
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 17 |
| 3 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 1130 | 84.0% | |
| 1 | 194 | 14.4% | |
| 2 | 17 | 1.3% | |
| 3 | 4 | 0.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1130 | 84.0% | |
| 1 | 194 | 14.4% | |
| 2 | 17 | 1.3% | |
| 3 | 4 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1130 | 84.0% | |
| 1 | 194 | 14.4% | |
| 2 | 17 | 1.3% | |
| 3 | 4 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1130 | 84.0% | |
| 1 | 194 | 14.4% | |
| 2 | 17 | 1.3% | |
| 3 | 4 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1130 | 84.0% | |
| 1 | 194 | 14.4% | |
| 2 | 17 | 1.3% | |
| 3 | 4 | 0.3% |
Van
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| 0 | |
|---|---|
| 1 | 85 |
| 2 | 4 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1255 | 93.3% | |
| 1 | 85 | 6.3% | |
| 2 | 4 | 0.3% | |
| 3 | 1 | 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 1255 | 93.3% | |
| 1 | 85 | 6.3% | |
| 2 | 4 | 0.3% | |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 1255 | 93.3% | |
| 1 | 85 | 6.3% | |
| 2 | 4 | 0.3% | |
| 3 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 1345 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 1255 | 93.3% | |
| 1 | 85 | 6.3% | |
| 2 | 4 | 0.3% | |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1345 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 1255 | 93.3% | |
| 1 | 85 | 6.3% | |
| 2 | 4 | 0.3% | |
| 3 | 1 | 0.1% |
| Distinct | 1248 |
|---|---|
| Distinct (%) | 92.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| POINT (-73.866667 40.85) | 9 |
|---|---|
| POINT (-73.923391 40.837947) | 4 |
| POINT (-73.921176 40.811493) | 4 |
| POINT (-73.869079 40.831102) | 4 |
| POINT (-73.914721 40.844376) | 3 |
| Other values (1243) |
| Value | Count | Frequency (%) | |
| POINT (-73.866667 40.85) | 9 | 0.7% | |
| POINT (-73.923391 40.837947) | 4 | 0.3% | |
| POINT (-73.921176 40.811493) | 4 | 0.3% | |
| POINT (-73.869079 40.831102) | 4 | 0.3% | |
| POINT (-73.914721 40.844376) | 3 | 0.2% | |
| POINT (-73.899642 40.886573) | 3 | 0.2% | |
| POINT (-73.880197 40.895214) | 3 | 0.2% | |
| POINT (-73.871222 40.865562) | 3 | 0.2% | |
| POINT (-73.902539 40.860637) | 3 | 0.2% | |
| POINT (-73.871633 40.87867) | 3 | 0.2% | |
| POINT (-73.8706 40.865401) | 3 | 0.2% | |
| POINT (-73.856663 40.858107) | 2 | 0.1% | |
| POINT (-73.881307 40.882756) | 2 | 0.1% | |
| POINT (-73.908375 40.862827) | 2 | 0.1% | |
| POINT (-73.927269 40.811097) | 2 | 0.1% | |
| POINT (-73.929195 40.809543) | 2 | 0.1% | |
| POINT (-73.891124 40.860018) | 2 | 0.1% | |
| POINT (-73.921686 40.838925) | 2 | 0.1% | |
| POINT (-73.827926 40.886037) | 2 | 0.1% | |
| POINT (-73.835851 40.865056) | 2 | 0.1% | |
| POINT (-73.894072 40.842208) | 2 | 0.1% | |
| POINT (-73.912932 40.814269) | 2 | 0.1% | |
| POINT (-73.86815 40.83136) | 2 | 0.1% | |
| POINT (-73.860835 40.833156) | 2 | 0.1% | |
| POINT (-73.917655 40.840245) | 2 | 0.1% | |
| Other values (1223) | 1275 | 94.8% |
Frequencies of value counts
Unique
| Unique | 1171 ? |
|---|---|
| Unique (%) | 87.1% |
Histogram of lengths of the category
Length
| Max length | 28 |
|---|---|
| Median length | 28 |
| Mean length | 27.72565056 |
| Min length | 24 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 8 | 3470 | 9.3% | |
| 3 | 2707 | 7.3% | |
| 2690 | 7.2% | ||
| . | 2690 | 7.2% | |
| 4 | 2688 | 7.2% | |
| 7 | 2652 | 7.1% | |
| 0 | 2365 | 6.3% | |
| 9 | 1775 | 4.8% | |
| 6 | 1410 | 3.8% | |
| 2 | 1382 | 3.7% | |
| 1 | 1351 | 3.6% | |
| 5 | 1351 | 3.6% | |
| P | 1345 | 3.6% | |
| O | 1345 | 3.6% | |
| I | 1345 | 3.6% | |
| N | 1345 | 3.6% | |
| T | 1345 | 3.6% | |
| ( | 1345 | 3.6% | |
| - | 1345 | 3.6% | |
| ) | 1345 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 21151 | 56.7% | |
| Uppercase Letter | 6725 | 18.0% | |
| Space Separator | 2690 | 7.2% | |
| Other Punctuation | 2690 | 7.2% | |
| Open Punctuation | 1345 | 3.6% | |
| Dash Punctuation | 1345 | 3.6% | |
| Close Punctuation | 1345 | 3.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| P | 1345 | 20.0% | |
| O | 1345 | 20.0% | |
| I | 1345 | 20.0% | |
| N | 1345 | 20.0% | |
| T | 1345 | 20.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 2690 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 1345 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 1345 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 8 | 3470 | 16.4% | |
| 3 | 2707 | 12.8% | |
| 4 | 2688 | 12.7% | |
| 7 | 2652 | 12.5% | |
| 0 | 2365 | 11.2% | |
| 9 | 1775 | 8.4% | |
| 6 | 1410 | 6.7% | |
| 2 | 1382 | 6.5% | |
| 1 | 1351 | 6.4% | |
| 5 | 1351 | 6.4% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 2690 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 1345 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 30566 | 82.0% | |
| Latin | 6725 | 18.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| P | 1345 | 20.0% | |
| O | 1345 | 20.0% | |
| I | 1345 | 20.0% | |
| N | 1345 | 20.0% | |
| T | 1345 | 20.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 8 | 3470 | 11.4% | |
| 3 | 2707 | 8.9% | |
| 2690 | 8.8% | ||
| . | 2690 | 8.8% | |
| 4 | 2688 | 8.8% | |
| 7 | 2652 | 8.7% | |
| 0 | 2365 | 7.7% | |
| 9 | 1775 | 5.8% | |
| 6 | 1410 | 4.6% | |
| 2 | 1382 | 4.5% | |
| 1 | 1351 | 4.4% | |
| 5 | 1351 | 4.4% | |
| ( | 1345 | 4.4% | |
| - | 1345 | 4.4% | |
| ) | 1345 | 4.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 37291 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 8 | 3470 | 9.3% | |
| 3 | 2707 | 7.3% | |
| 2690 | 7.2% | ||
| . | 2690 | 7.2% | |
| 4 | 2688 | 7.2% | |
| 7 | 2652 | 7.1% | |
| 0 | 2365 | 6.3% | |
| 9 | 1775 | 4.8% | |
| 6 | 1410 | 3.8% | |
| 2 | 1382 | 3.7% | |
| 1 | 1351 | 3.6% | |
| 5 | 1351 | 3.6% | |
| P | 1345 | 3.6% | |
| O | 1345 | 3.6% | |
| I | 1345 | 3.6% | |
| N | 1345 | 3.6% | |
| T | 1345 | 3.6% | |
| ( | 1345 | 3.6% | |
| - | 1345 | 3.6% | |
| ) | 1345 | 3.6% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| Bronx |
|---|
| Value | Count | Frequency (%) | |
| Bronx | 1345 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Most occurring characters
| Value | Count | Frequency (%) | |
| B | 1345 | 20.0% | |
| r | 1345 | 20.0% | |
| o | 1345 | 20.0% | |
| n | 1345 | 20.0% | |
| x | 1345 | 20.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 5380 | 80.0% | |
| Uppercase Letter | 1345 | 20.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| B | 1345 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| r | 1345 | 25.0% | |
| o | 1345 | 25.0% | |
| n | 1345 | 25.0% | |
| x | 1345 | 25.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 6725 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| B | 1345 | 20.0% | |
| r | 1345 | 20.0% | |
| o | 1345 | 20.0% | |
| n | 1345 | 20.0% | |
| x | 1345 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 6725 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| B | 1345 | 20.0% | |
| r | 1345 | 20.0% | |
| o | 1345 | 20.0% | |
| n | 1345 | 20.0% | |
| x | 1345 | 20.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.6 KiB |
| NY |
|---|
| Value | Count | Frequency (%) | |
| NY | 1345 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| N | 1345 | 50.0% | |
| Y | 1345 | 50.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 2690 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| N | 1345 | 50.0% | |
| Y | 1345 | 50.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 2690 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| N | 1345 | 50.0% | |
| Y | 1345 | 50.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2690 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| N | 1345 | 50.0% | |
| Y | 1345 | 50.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Intersection Address | Number of Accidents | PersonsInvolved(*) | Accidents with Injuries | Injured Motorist | Injured Passengers | Injured Cyclists | Injured Pedestrians | Total Injured | Killed Motorist | Killed passengers | Killed Cyclists | Killed Pedestrians | Total Killed | Contributing Factors (**) | Bicycle | Bus | Fire Truck | Large com veh(6 or more tires) | Livery vehicle | Motorcycle | Other | Passenger vehicle | Pick-up truck | Small com veh(4tires) | SUV\Station Wagon | Taxi vehicle | Unknown | Van | Location 1 | Location 1 (city) | Location 1 (state) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 AVENUE and BRUCKNER BOULEVARD | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Driver inattention/distraction 1 | 0 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.929441 40.807647) | Bronx | NY |
| 1 | 3 AVENUE\nand\nEAST 135 STREET | 3 | 6 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Driver inattention/distraction 1\nTraffic control disregarded 1 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.929195 40.809543) | Bronx | NY |
| 2 | 3 AVENUE\nand\nEAST 137 STREET | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Driver inattention/distraction 1 | 0 | 0.0 | 0.0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.927819 40.810602) | Bronx | NY |
| 3 | 3 AVENUE\nand\nEAST 138 STREET | 2 | 3 | 1 | 0 | 0 | 0 | 1 | 1.0 | 0 | 0 | 0 | 0 | 0 | NaN | 1 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | POINT (-73.927269 40.811097) | Bronx | NY |
| 4 | 3 AVENUE\nand\nEAST 142 STREET | 1 | 2 | 1 | 0 | 0 | 1 | 0 | 1.0 | 0 | 0 | 0 | 0 | 0 | NaN | 1 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | POINT (-73.923746 40.812853) | Bronx | NY |
| 5 | 3 AVENUE\nand\nEAST 143 STREET | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Following too closely 1 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | POINT (-73.922862 40.813321) | Bronx | NY |
| 6 | 3 AVENUE\nand\nEAST 144 STREET | 2 | 5 | 1 | 1 | 1 | 0 | 0 | 2.0 | 0 | 0 | 0 | 0 | 0 | Driver inattention/distraction 1\nFailure to yield right-of-way 1 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.922082 40.813721) | Bronx | NY |
| 7 | 3 AVENUE\nand\nEAST 147 STREET | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Driver inattention/distraction 1 | 0 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | POINT (-73.919438 40.815067) | Bronx | NY |
| 8 | 3 AVENUE\nand EAST 149 STREET | 3 | 5 | 2 | 1 | 0 | 0 | 1 | 2.0 | 0 | 0 | 0 | 0 | 0 | Failure to yield right-of-way 1\nPassenger distraction 1 Fatigued/drowsy 1 | 0 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | POINT (-73.917624 40.816062) | Bronx | NY |
| 9 | ALEXANDER AVENUE\nand BRUCKNER BOULEVARD | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Other uninvolved vehicle 2 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.927487 40.806857) | Bronx | NY |
Last rows
| Intersection Address | Number of Accidents | PersonsInvolved(*) | Accidents with Injuries | Injured Motorist | Injured Passengers | Injured Cyclists | Injured Pedestrians | Total Injured | Killed Motorist | Killed passengers | Killed Cyclists | Killed Pedestrians | Total Killed | Contributing Factors (**) | Bicycle | Bus | Fire Truck | Large com veh(6 or more tires) | Livery vehicle | Motorcycle | Other | Passenger vehicle | Pick-up truck | Small com veh(4tires) | SUV\Station Wagon | Taxi vehicle | Unknown | Van | Location 1 | Location 1 (city) | Location 1 (state) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1335 | RESERVOIR OVAL WEST\nand\nVAN CORTLANDT\nAVENUE EAST | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Driver inattention/distraction 1 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | POINT (-73.879449 40.876877) | Bronx | NY |
| 1336 | SEDGWICK AVENUE and\nWEBB AVENUE | 2 | 4 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Backing unsafely 1\nFailure to yield right-of-way 1\nTurning improperly 1 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.90907 40.863157) | Bronx | NY |
| 1337 | SEDGWICK AVENUE and\nWEST 183 STREET | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | NaN | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | POINT (-73.910933 40.860659) | Bronx | NY |
| 1338 | SEDGWICK AVENUE and\nWEST FORDHAM ROAD | 6 | 12 | 1 | 0 | 0 | 1 | 0 | 1.0 | 0 | 0 | 0 | 0 | 0 | NaN | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.909057 40.863059) | Bronx | NY |
| 1339 | UNIVERSITY AVENUE\nand\nWEST 181 STREET | 1 | 4 | 1 | 2 | 1 | 0 | 0 | 3.0 | 0 | 0 | 0 | 0 | 0 | NaN | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.90974 40.857197) | Bronx | NY |
| 1340 | UNIVERSITY AVENUE\nand\nWEST 188 STREET | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | NaN | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.903896 40.864435) | Bronx | NY |
| 1341 | UNIVERSITY AVENUE\nand\nWEST 190 STREET | 1 | 2 | 1 | 0 | 0 | 0 | 1 | 1.0 | 0 | 0 | 0 | 0 | 0 | NaN | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | POINT (-73.903315 40.865356) | Bronx | NY |
| 1342 | UNIVERSITY AVENUE\nand\nWEST 192 STREET | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Driver inexperience 1 | 0 | 0.0 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | POINT (-73.902054 40.867039) | Bronx | NY |
| 1343 | UNIVERSITY AVENUE\nand\nWEST FORDHAM\nROAD | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Driver inattention/distraction 1\nTurning improperly 1 | 0 | 0.0 | 1.0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 1 | 1 | POINT (-73.904917 40.862794) | Bronx | NY |
| 1344 | WEBB AVENUE\nand\nWEST 188 STREET | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | NaN | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | POINT (-73.866667 40.85) | Bronx | NY |